This article explains how to implement GPT streaming responses using the OpenAI API in Python. Introduction Implementing GPT Stream Responses with OpenAI API Conclusion References Introduction When you call GPT using the OpenAI API, the de…

This is a guide on how to set timeouts when calling the OpenAI API using the OpenAI Python Library. Introduction Setting Timeout in the OpenAI Python Library How to: Using the request_timeout Parameter A Pitfall: The timeout Parameter Conc…

This is a summary of the review paper "Organoid intelligence (OI): the new frontier in biocomputing and intelligence-in-a-dish," which covers developments in Organoid Intelligence (OI). Introduction Organoid intelligence (OI): the new fron…

This is a summary of the first GPT paper, "Improving Language Understanding by Generative Pre-Training." Introduction Improving Language Understanding by Generative Pre-Training Overview Method Results Natural Language Inference Tasks Ques…

This is a summary of the seminal paper "Attention Is All You Need," which introduced the Transformer architecture. Introduction Attention Is All You Need Overview Method Model Architecture Training Method Results Translation Tasks Transfor…

This is a summary of the paper "Evolutionary Optimization of Model Merging Recipes," which describes Sakana.ai's evolutionary model merging approach. Introduction Evolutionary Optimization of Model Merging Recipes Overview Method Results L…

This article explores the differences and similarities between Active Inference from the Free Energy Principle and LLMs (Large Language Models), based on the paper "Predictive Minds: LLMs As Atypical Active Inference Agents." Introduction …

I'll share techniques for reading research papers from Andrew Ng's lecture video. Introduction How to Read Research Papers According to Andrew Ng Reading Papers Checking Your Understanding Conclusion References Introduction Recently, as I'…

This is a summary of the paper "The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits". Introduction The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits Overview Method Results Conclusion/Thoughts References Intro…

This is a quick reference guide for adding tags in AWS CDK. Introduction Environment Adding Tags in CDK Examples Adding Tags at the Stack Level Adding Tags at the Construct Level Note: Deprecated Tag Assignment Method Conclusion References…

This article describes how to nest Stacks when deploying with AWS CDK. Introduction Environment Nesting Stacks in CDK Problem: Stacks Cannot Be Simply Nested Solution: Use NestedStack Conclusion References Introduction When I tried to nest…

This article summarizes the basic commands frequently used in AWS CDK. Introduction Environment CDK Commands Summary Check CDK Version Install CDK Create CDK Project Preparation Before Running CDK Commands List CDK Stacks Generate CloudFor…

This is a quick reference guide on how to delete all objects in a scene using Blender Python. Introduction Deleting All Existing Objects in Blender Python Conclusion References Introduction When working with Blender Python through trial an…

This guide explains how to dynamically configure backend settings for storing Terraform state files. Introduction How to Dynamically Configure the Terraform Backend Conclusion References Introduction I encountered a use case where I needed…

A quick reference for how to get the AWS region in Terraform. Introduction Getting AWS Region in Terraform How to do it Bonus: Reading the Terraform Source Code Conclusion References Introduction When working with AWS resources in Terrafor…